Handbook of Research Methods in Complexity Science

Contents:

Editors' introduction by Eve Mitleton-Kelly, Alexandros Paraskevas and Christopher Day

PART I COMPLEXITY SCIENCE RESEARCH PHILOSOPHY
Introduction to Part I by Henrik Jeldtoft Jensen

1. Introduction to the Strategy and Methods of Complex Systems
Yaneer Bar-Yam

2. Complex Evolving Social Systems: Unending, Imperfect Learning
Peter Allen

3. Information theoretic measures of causality: Music performance as a case study
Fatimah Abdul Razak, Xiaogeng Wan and Henrik Jeldtoft Jensen

PART II CASE-BASED QUALITATIVE TECHNIQUES
Introduction to Part II by Peter Allen

4. Addressing Global Challenges: the EMK Complexity Methodology
Eve Mitleton-Kelly

5. Complexity informed social research: from complexity concepts to creative applications
Lesley Kuhn

6. From Isolation to Transformation with C2
Hazel Stuteley and Jonathan Stead

7. Using complexity principles to understand the nature of relations for creating a culture of publically engaged research within Higher Education Institutes
Robin Durie, Craig Lundy and Katrina Wyatt

PART III VISUAL METHODOLOGIES
Introduction to Part III by Alexandros Paraskevas

8. The Art of Complexity: Using visual artefacts and dialogue to bridge the gap between strategic plans and local actions in organisations
Julian Burton and Sam Mockett

9. Inner Complexity: Using Landscape of the Mind to catalyse change in organisations
Kate Hopkinson

10. On the Visualization of Dynamic Structure: Understanding the distinction between static and dynamic network topology
Kurt A. Richardson and Andrew Tait

11. Network Text Analysis and Social Network Analysis in Investigating Complex Governance Networks: Applications of AutoMap and ORA
Goektug Morcoel and Sohee Kim

PART IV MODELLING & STATISTICAL ANALYSIS OF EMPIRICAL DATA
Introduction to Part IV by Bill McKelvey

12. Using maximum likelihood estimation methods and complexity science concepts to research power law-distributed phenomena
G. Christopher Crawford and Bill McKelvey

13. Multifractal signatures of intersectionality: Nonlinear dynamics permits quantitative modeling of hierarchical patterns in gender dynamics at the cultural level
Hannah L. Brown, Chase R. Booth, Elizabeth G. Eason and Damian G. Kelty-Stephen

14. Modeling Social Complexity in Infrastructures: A Case-based Approach to Improving Reliability and Resiliency
Carl J. Dister, Brian Castellani and Rajeev Rajaram

15. Phase Transitions and Social Contagion As Enabling Mechanisms for Coordinated Action in Populations: A Mathematical Framework
James K. Hazy and Peter R. Wolenski

16. Applying Complex Adaptive Systems to Agent-Based Models for Social Programme Evaluation
Michael E. Wolf-Branigin, William G. Kennedy, Emily S. Ihara and Catherine J. Tompkins

17. Complexity, the Bridging Science of Emerging Respiratory Outbreak Response
Babak Pourbohloul, Krista M. English and Nathaniel Hupert

PART V MULTI-LEVEL NETWORKS
Introduction to Part V by Patrick Beautement

18. Multilevel Systems and Policy
Jeffrey Johnson , Joyce Fortune and Jane Bromley

19. Complex Scenarios in Socio-Economic Data: A Comprehensive Analytical study
Sanjay Kumar Palit, Santo Banerjee and Sayan Mukherjee

20. Employment of Tools and Models Appropriate to Complex, Real-world Situations
Patrick Beautement

21. Leadership Network Structure and Influence Dynamics
Michael Gabbay

PART VI MIXED METHODS & COMPLEX ANALOGIES
Introduction to Part VI by Benyamin Lichtenstein

22. Complex analogy and modular exaptation: some critical clarifications
Pierpaolo Andriani and Giuseppe Carignani

23. Emergence and Radical Novelty: From Theory to Methods
Jeffrey A. Goldstein

24. Applying the 15 Complexity Sciences: Methods for Studying Emergence in Organizations
Benyamin Lichtenstein

25. Mixed methods research: A method for complex systems
Liz Varga

26. Dynamical Systems Therapy (DST): Complex adaptive systems in psychiatry and psychotherapy
Yakov Shapiro and J. Rowan Scott

Index

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• Métodos de pesquisa: geral

Complexity; Research methods; Qualitative approaches; Networks; Modelling; Visual methodologies